Deconvolution searcher for wireless communication system
Disclosed is a method, an apparatus and a mobile station embodiment to receive a CDMA signal from a radio channel. The method includes inputting a CDMA signal received through the radio channel to a searcher and processing the received signal in the searcher to obtain a multi-path profile of the radio channel. Processing includes at least partially removing an effect of at least one of a transmit and a receive filter on the multi-path profile. In one embodiment at least partially removing the effect of at least one of the transmit and receive filter on the multi-path profile involves passing the received CDMA signal through an N-tap Finite Impulse Response filter having a filter characteristic that approximates an inverted amplitude response of the at least one of the transmit and a receive filter, while in another embodiment software external to the searcher is used to process the searcher output data.
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This invention relates generally to wireless communications systems and receivers and, more specifically, relates to pseudo-noise (PN) code searchers used in code division multiple access (CDMA) communications systems, such as those that include mobile stations, such as cellular telephones, and related infrastructure equipment, such as base stations.
BACKGROUNDIn a CDMA system, such as a cdma2000/IS2000 system or Wideband CDMA (WCDMA) system, a searcher element is used in the mobile station receiver demodulator for acquisition, set maintenance and control of the demodulating element, also referred to as finger assignment. In the Idle State or in the Traffic State, the searcher derives multi-path amplitude profiles corresponding to the Active, Candidate and Neighbor base stations. A mobile station controller uses the derived multi-path amplitude profiles to assign demodulator fingers in order to demodulate and combine the signals received from the strongest ones of the multi-paths.
In accordance with conventional operation the searcher derives multi-path profiles by correlating the incoming signal with a replica of the PN sequence over a number of PN time offset hypotheses. Typically, the searcher produces a two sample/chip multi-path profile. This profile corresponds to the amplitude of the complex correlation of the incoming data with the PN replica over a certain correlation length at two samples/chip.
It should be noted that the reference to amplitude implies a magnitude calculation. The multi-path profile is typically implemented as an amplitude profile because the bit width of the information to transfer from the searcher hardware to the DSP/general processor is reduced. Note that instead of the amplitude or magnitude of the complex correlation, one could use the power or magnitude squared of the complex correlation, as shown in the prior art searcher embodiment of
In general, the multi-path profile is the result of a convolution of the base station signal with a radio channel, the base station transmit filter and the mobile station receive filter. That is, a conventional searcher produces the multi-path profile using a convolution of the transmit/receive filters and the radio channel. The Active Set profile generated by the searcher is then used by the controller to assign the fingers to demodulate the incoming CDMA signal.
However, if the multi-path profile data is compromised, such as by the presence of excessive noise or artifacts (such as sidelobe peaks) in the profile data, there exists a potential that the controller will assign fingers incorrectly to some PN offset, whereby the overall demodulation performance of the receiver is degraded. Further, when artifacts are present they are also processed by the finger assignment algorithm, thereby increasing the overall complexity without deriving any additional benefit.
SUMMARY OF THE PREFERRED EMBODIMENTSThe foregoing and other problems are overcome, and other advantages are realized, in accordance with the presently preferred embodiments of these teachings.
This invention relates to searcher technology for a receiver operating in accordance with a CDMA standard, such as cdma2000 or WCDMA. The invention is relevant to a base station receiver and to a mobile station receiver, although it is described below primarily in the context of a mobile station receiver. A searcher uses a deconvolution technique to at least partially remove the blurring effect of the transmitter and receiver filters so that the searcher produces substantially only the radio channel multi-path profile.
In one aspect this invention provides a method to receive a CDMA signal from a radio channel, and the method includes inputting a CDMA signal received through the radio channel to a searcher and processing the received signal in the searcher to obtain a multi-path profile of the radio channel, where processing includes at least partially removing an effect of at least one of a transmit and a receive filter on the multi-path profile.
In one embodiment at least partially removing the effect of at least one of the transmit and receive filter on the multi-path profile involves passing the received CDMA signal through an N-tap Finite Impulse Response filter having a filter characteristic that approximates an inverted amplitude response of the at least one of the transmit and a receive filter. The filter taps of the FIR filter may be derived in several different manners.
For example, in one embodiment a least squares criterion can be used to derive the radio channel multi-path profile x from a searcher profile y, where y=F·x+v, where v is a noise vector and F is a transmit/receive matrix.
The invention can be practiced primarily by searcher hardware (circuitry), or it can be practiced primarily by computer software, such as software executed by a mobile station Digital Signal Processor (DSP) or executed by a mobile station general purpose data processor.
Apparatus for practicing the method is also disclosed, as is a mobile station that is constructed and operated in accordance with the invention to have a receiver adapted to receive a CDMA signal from a radio channel. The receiver includes a receiver front end for receiving the CDMA signal from the radio channel. The receiver from end includes at least one receiver filter and, in accordance with this invention, a searcher having an input coupled to an output of the receiver front end for inputting a received signal and an output for outputting a digital representation of a radio channel multi-path profile to a mobile station control function, such as a DSP or a general purpose data processor. In one embodiment the searcher includes a hardware unit for processing the received signal to at least partially remove an effect of at least said receiver filter on the multi-path profile, and to possibly also at least partially remove an effect of a base station transmitter filter on the multi-path profile. In another embodiment the effect of the receiver/transmitter filter is removed in software by operating on the conventional multi-path profile that is output from the searcher.
Also disclosed is a method to reduce an amount of data provided to a finger assignment algorithm. The method includes inputting a CDMA signal received through a radio channel to a searcher, and processing the received signal in the searcher to generate output data for the finger assignment algorithm that represents a multi-path profile of the radio channel. Processing includes passing the received CDMA signal through a filter selected to have a filter characteristic that approximates an inverted response of at least one of a base station transmit filter and at least one mobile station receive filter so as to reduce an occurrence of multi-path sidelobes in the output data.
BRIEF DESCRIPTION OF THE DRAWINGSThe foregoing and other aspects of these teachings are made more evident in the following Detailed Description of the Preferred Embodiments, when read in conjunction with the attached Drawing Figures, wherein:
The antenna 100 is coupled to the analog receiver 106 through duplexer 102. Signals received at antenna 100 are input to analog receiver 106 through duplexer 102. The received signals are converted to an IF frequency and then filtered and digitized in analog receiver 106 for input to the digital data receiver 112, digital data receiver 114 and searcher/receiver 110. The digitized IF signal input to digital data receiver 112, digital data receiver 114 and searcher/receiver 110 may include signals from many ongoing calls, together with the pilot carriers transmitted by the base station of the cell site in which the mobile station is currently located, plus the pilot carriers transmitted by the base stations in all neighboring cell sites. Digital data receiver 112, digital data receiver 114, and digital data receiver 115 perform a correlation on the IF signal with a PN sequence of a desired received signal. The output of digital data receivers 112, 114 and 115 is a sequence of encoded data signals from three independent paths.
Searcher/receiver 110 searches the pilot channel PN phase offset space for pilot channel signals transmitted from a base station. Searcher/receiver 110 is also used to search for other signals transmitted from different base stations. Searcher/receiver 110 generates correlation results for a desired waveform and generates signals to control processor 118 indicating the correlation results of the searched signals.
The encoded data signals output from digital data receivers 112, 114 and 115 are input to the diversity combiner/decoder 116. In diversity combiner/decoder 116 the encoded data signals are aligned and combined, the resultant data signal is then decoded using error correction, and is then input to digital vocoder 120. Digital vocoder 120 outputs information signals to the user interface 124. The user interface 124 may be a handset with a keypad or another type of user interface, such as a laptop computer monitor and keyboard.
For transmission of signals from mobile station 130, a signal received at user interface 124 is input to user digital vocoder 120 in digital form, as for example, data or voice that has been converted to digital form at user interface 124. In digital vocoder 120 the signal is encoded and output to transmit modulator 122. Transmit modulator 122 Walsh encodes the signal and then modulates the Walsh encoded signal onto a PN carrier signal, with the PN carrier sequence being the PN carrier sequence of the CDMA channel to which the mobile station is assigned. The PN carrier information is transmitted to mobile station 130 from the telecommunications system and transferred to control processor 118 from digital data receivers 112 and 114. Control processor 118 sends the PN carrier information to transmit modulator 122. A PN modulated signal is output from transmit modulator 122 to transmit power control 108. Transmit power control 108 sets the level of the transmission power of mobile station 130 according to commands received from control processor 118. The power control commands may be generated by control processor 118 according to commands received from the system, or may be generated by software of control processor 118, according to predetermined criteria, in response to data received from the system through digital data receivers 112, 114 and 115. The modulated signal is then output from transmit power control 108 to transmit power amplifier 104 where the signal is amplified and converted to an RF carrier frequency signal. The RF carrier frequency signal is then output from power amplifier 104 to duplexer 102 and transmitted from antenna 100 to the base station (not shown).
For reference purposes,
The searcher unit 110 includes a search engine element having in-phase (I) and quadrature-phase (Q) samplers 110A and 110B, respectively, a de-spreader element 110C, I and Q accumulators 110D and 110E, respectively, and a magnitude squaring unit 110F. Note that the magnitude squaring unit 110F could be replaced by a simple magnitude calculation unit so that the prior art searcher can produce either the magnitude squared (the power profile) or the magnitude (the amplitude profile) of the radio channel.
If one assumes perfect match filtering with I and Q matched filters 106A, 106B, that form part of the analog receiver 106 of
Discussing
Since it may be reasonably assumed that the receive filtering response of the matched filters 106A and 106B (
The deconvolution searcher 200, in accordance with this invention, produces (approximately) the multi-path profile shown in
There are a plurality of embodiments that can be used to realize the deconvolution processing unit 206 of the deconvolution searcher 200. What follows are descriptions of two primarily hardware embodiments, and one primarily software embodiment. These various embodiments are not intended, however, to be read in an limiting sense upon the practice of the teachings of this invention.
In general, in one hardware embodiment the deconvolution processor block 206 is implemented as an N-tap Finite Impulse Response (FIR) filter 300, shown in
In the FIR filter 300 embodiment the amplitude response of the transmit/receive filters, such as the matched receive filters 106A, 106B and the corresponding base station transmit filter 56, is inverted and the resulting inverse filter is approximated by the N-tap FIR filter 300 shown in
In an alternate embodiment shown in
Assuming that the blurring function has a span of 2k+1 samples, and is given by f0, f1, . . . , f2k+1, the transmit/receive matrix F has the form shown in
The least squares criterion is to minimize the L2 norm of the vector v, and the problem then becomes one of finding x so that ||y−F·x||2. The vector x may be derived as x=(FT·F)−1·FT·y, where T denotes a transpose operation and −1 denotes an inverse matrix operation. Note that the matrix=(FT·F)−1·FT is preferably computed off-line and stored. A pre-whitening term may be added to stabilize the inverse with the solution x=(FT·F+epsilon·I)−1·FT·y, where epsilon is a fixed number. Note that the matrix=(FT·F+epsilon·I)−1·FT is also preferably computed off-line and stored. This second embodiment has the benefit of improved performance in a noisy environment.
A variation on this technique uses L1 norm instead of L2 norm in the least squares derivation, and thus finds x as the solution to the minimization problem of ||y−F·x|| (note that the vectors are real), where L1 norm ||y−F·x||=sigma|vn|.
The third, essentially software embodiment is now described.
In a first step, and assuming a mobile station 130 embodiment of the invention, the searcher is commanded to search the desired Active Set member in a non-sorted mode.
This particular Active Set member may be, for example, the serving sector for the Forward Packet Data Channel (F-PDCH) in IS2000 Release C or IS2000 Release D. In a second step, the data is retrieved from the searcher hardware to the control processor 118, such as to the DSP of the mobile station 130. In the third step one of the above-described deconvolution/filtering or post-processing embodiments (
It is noted that the finger assignment process typically begins with a further reduction of the data returned by the searcher. That is, after the sort process the top 16 or top 32 amplitudes and corresponding PN offsets are available, from which the finger assignment module or algorithm needs to identify peaks that correspond to the multi-paths. These peaks may be filtered further, and the corresponding profiles are further processed to determine if there is a new path to assign a free finger to, or a new path that is stronger than a path currently being demodulated by a finger. When there is a strong multi-path present there may be sidelobes present as well that have the appearance of peaks, which can result an assignment of fingers to the sidelobes. One advantage of the deconvolution searcher 200 is that it can remove the sidelobe peaks or artifacts prior to the finger assignment module or algorithm, thereby minimizing a possibility that a finger will be assigned to a sidelobe.
Thus, in that there can be sidelobes in the combined response of the transmit and receive filters, the use of the searcher deconvolution processing block 206 makes it possible for the searcher 200 to pass to the sorting routine only the main radio channel paths. In either the hardware or software embodiments of this invention the control processor 118 that uses the sorted data is inhibited from assigning a demodulator finger to a sidelobe of a path, since the sidelobe(s) have been removed from the “raw” searcher output by the operation of the deconvolution processing block 206.
It can thus be noted that there additional data reduction is made possible by the use of this invention, since the operation of the deconvolution processor 206 serves to remove some “peaks” as the sidelobes of strong peaks, and thus these sidelobes do not find their way in to the finger assignment process.
It should be noted that there is no utility to be gained by assigning a finger to a sidelobe of a radio path, as there is no new information contained in the sidelobe. Actually, assigning a finger to a path and another to a sidelobe can create a performance degradation, since sidelobe sampling can result in a higher level of Inter-Chip Interference (ICI). The use of the searcher deconvolution processing block 206 can beneficially avoid the assignment of a finger to the sidelobe of a strong radio path, since the use of the searcher deconvolution processing block 206 makes it possible for the searcher 200 to pass to the sorting routine only the main radio channel paths.
The foregoing description has provided by way of exemplary and non-limiting examples a full and informative description of the best method and apparatus presently contemplated by the inventors for carrying out the invention. However, various modifications and adaptations may become apparent to those skilled in the relevant arts in view of the foregoing description, when read in conjunction with the accompanying drawings and the appended claims. For example, and as was noted above, this invention can be used in downlink or forward receiver, such as in the mobile station receiver, or it can be used in the uplink or reverse receiver, such as in a base transceiver station or more simply base station. In addition, the deconvolution searcher of this invention will function with either type of multi-path profile, i.e., with one based on the amplitude or magnitude of the complex correlation, or one based on the power or magnitude squared of the complex correlation. However, all such and similar modifications of the teachings of this invention will still fall within the scope of this invention.
Furthermore, some of the features of the present invention could be used to advantage without the corresponding use of other features. As such, the foregoing description should be considered as merely illustrative of the principles of the present invention, and not in limitation thereof.
Claims
1. A method to receive a code division multiple access (CDMA) signal from a radio channel, comprising:
- inputting a CDMA signal received through the radio channel to a searcher; and
- processing the received signal in the searcher to obtain a multi-path profile of the radio channel, where processing comprises at least partially removing an effect of at least one of a transmit and a receive filter on the multi-path profile.
2. A method as in claim 1, further comprising outputting the multi-path profile to a controller for use in making demodulator finger assignments.
3. A method as in claim 1, where at least partially removing comprises passing the received CDMA signal through a filter selected to have a filter characteristic that approximates an inverted amplitude or power response of the at least one of the transmit and a receive filter.
4. A method as in claim 1, where at least partially removing comprises passing the received CDMA signal through a processing unit that uses a least squares criterion to derive the radio channel multi-path profile x from a searcher profile y, where y=F·x+v, where v is a noise vector and F is a transmit/receive matrix.
5. A method as in claim 4, where vector x is derived as x=(FT·F)−1·FT·y, where T denotes a transpose operation and −1 denotes an inverse matrix operation.
6. A method as in claim 5, further comprising adding a pre-whitening term to stabilize the inverse as x=(FT·F+epsilon·I)−1·FT·y.
7. A method as in claim 4, using L1 norm instead of L2 norm in the least squares derivation.
8. A method as in claim 1, where at least partially removing is performed by searcher hardware.
9. A method as in claim 1, where at least partially removing is performed by a data processor that is external to the searcher.
10. Apparatus to receive a code division multiple access (CDMA) signal from a radio channel, comprising:
- a receiver front end for receiving a CDMA signal from the radio channel; said receiver front end comprising at least one receiver filter; and
- a deconvolution searcher block having an input coupled to an output of the receiver front end for inputting a received signal and an output for outputting a digital representation of a radio channel multi-path profile to a control function, said deconvolution searcher block comprising a unit for processing the received signal to at least partially remove an effect of at least said receiver filter on the multi-path profile.
11. Apparatus as in claim 10, where said unit for processing the received signal also at least partially removes an effect of a transmitter filter on the multi-path profile.
12. Apparatus as in claim 11, where said receiver is located at a mobile station, and where said transmitter is located at a base station.
13. Apparatus as in claim 11, where said receiver is located at a base station, and where said transmitter is located at a mobile station.
14. Apparatus as in claim 10, where said control function uses the multi-path profile when making demodulator finger assignments.
15. Apparatus as in claim 10, where said unit of said deconvolution searcher comprises a filter having a filter characteristic that approximates an inverted amplitude response of at least said receiver filter.
16. Apparatus as in claim 11, where said unit of said deconvolution searcher comprises a filter having a filter characteristic that approximates an inverted response of said receiver filter and said transmitter filter.
17. Apparatus as in claim 11, where said unit of said deconvolution searcher comprises a processing unit that uses a least squares criterion to derive the radio channel multi-path profile x from a searcher profile y, where y=F·x+v, where v is a noise vector and F is a transmit/receive matrix.
18. Apparatus as in claim 17, where vector x is derived as x=(FT·F)−1·FT·y, where T denotes a transpose operation and −1 denotes an inverse matrix operation.
19. Apparatus as in claim 18, further comprising adding a pre-whitening term to stabilize the inverse as x=(FT·F+epsilon·I)−1·FT·y.
20. Apparatus as in claim 17, using L1 norm instead of L2 norm in the least squares derivation.
21. A mobile station having a receiver adapted to receive a code division multiple access (CDMA) signal from a radio channel, the receiver comprising a receiver front end for receiving the CDMA signal from the radio channel, said receiver front end comprising at least one receiver filter, said receiver further comprising a searcher having an input coupled to an output of the receiver front end for inputting a received signal and having an output for outputting a digital representation of a radio channel multi-path profile to a mobile station control function, said mobile station comprising a unit to at least partially remove an effect of at least said receiver filter on the multi-path profile.
22. A mobile station as in claim 21, where said unit also at least partially removes an effect of a base station transmitter filter on the multi-path profile.
23. A mobile station as in claim 21, where said control function uses the multi-path profile when making demodulator finger assignments.
24. A mobile station as in claim 21, where said unit comprises a filter having a filter characteristic that approximates an inverted response of at least said mobile station receiver filter.
25. A mobile station as in claim 22, where said unit comprises a filter having a filter characteristic that approximates an inverted amplitude or power response of said mobile station receiver filter and said base station transmitter filter.
26. A mobile station as in claim 22, where said unit comprises a processor that uses a least squares criterion to derive the radio channel multi-path profile x from a searcher profile y, where y=F·x+v, where v is a noise vector and F is a transmit/receive matrix.
27. A mobile station as in claim 26, where vector x is derived as x=(FT·F)−1·FT·y where T denotes a transpose operation and −1 denotes an inverse matrix operation.
28. A mobile station as in claim 27, further comprising adding a pre-whitening term to stabilize the inverse as x=(FT·F+epsilon·I)−1·FT·y.
29. A mobile station as in claim 26, using L1 norm instead of L2 norm in the least squares derivation.
30. A mobile station as in claim 22, where said unit is implemented in searcher hardware.
31. A mobile station as in claim 22, where said unit is implemented in control function software.
32. In a mobile station, a method to reduce an amount of data provided to a finger assignment algorithm, comprising:
- inputting a CDMA signal received through a radio channel to a searcher; and
- processing the received signal in the searcher to generate output data for the finger assignment algorithm that represents a multi-path profile of the radio channel, where processing comprises passing the received CDMA signal through a filter selected to have a filter characteristic that approximates an inverted response of at least one of a base station transmit filter and at least one mobile station receive filter so as to reduce an occurrence of multi-path sidelobes in the output data.
33. In a mobile station, a method to reduce an amount of data provided to a finger assignment algorithm, comprising:
- inputting a CDMA signal received through a radio channel to a searcher; and
- processing the received signal in the searcher to generate output data for the finger assignment algorithm that represents a multi-path profile of the radio channel, where processing comprises passing the received CDMA signal through a processor unit that operates in accordance with a least squares criterion to derive the radio channel multi-path profile x from a searcher profile y, where y=F·x+v, where v is a noise vector and F is a transmit/receive matrix, so as to reduce an occurrence of multi-path sidelobes in the output data.
Type: Application
Filed: Dec 22, 2003
Publication Date: Jun 23, 2005
Patent Grant number: 7756191
Applicant:
Inventor: Jean-Marie Tran (San Diego, CA)
Application Number: 10/743,851